1. Summary of Free Quotas by Major Platforms (March 2026 Update)
| Platform | Free Quota | Valid Period | Supported Models | Redemption Method |
|---|---|---|---|---|
| Volcano Engine | 2 million tokens/day | Permanent | Doubao, DeepSeek | Auto on signup |
| Alibaba Cloud Bailian | 1 million tokens | Permanent | Qwen3.5, GLM-5 | Real-name auth |
| Baidu Qianfan | 1 million tokens/model | 3 months | ERNIE, DeepSeek | New users |
| Tencent HunYuan | 1 million tokens/year | 12 months | HunYuan-Lite | Real-name auth |
| Alibaba Double 11 | 70 million tokens | Event period | Qwen series | Limited-time |
2. Detailed Redemption Tutorials for Each Platform
1. Volcano Engine Doubao - 2 Million Tokens Daily
Advantages:
- ✅ Highest free quota (2 million tokens daily)
- ✅ Supports Doubao and DeepSeek models
- ✅ No concurrency limits, suitable for high-frequency calls
Redemption Steps:
- Visit Volcano Engine
- Register and complete real-name authentication
- Go to “Cost Center” → “Vouchers”
- Automatic activation of daily free quota
API Call Example:
from volcengines_sdk import Ark
client = Ark(
ak="YOUR_ACCESS_KEY",
sk="YOUR_SECRET_KEY"
)
response = client.chat.completions.create(
model="doubao-pro-32k",
messages=[{"role": "user", "content": "Hello"}]
)
print(response.choices[0].message.content)
Important Notes:
- ⚠️ Free quota resets daily, doesn’t accumulate
- ⚠️ Overage charged at rate (Doubao-pro: ¥0.8/million tokens input)
- ⚠️ Supports international credit cards and PayPal
2. Alibaba Cloud Bailian - 1 Million Permanent Quota
Advantages:
- ✅ Permanent validity, never expires
- ✅ Supports Qwen3.5, GLM-5, MiniMax and more
- ✅ New CodingPlan bundle with model switching
Redemption Steps:
- Visit Alibaba Cloud Bailian
- Register Alibaba Cloud account and complete real-name auth
- Go to “Model Marketplace” → Select any model
- Click “Free Trial” to activate quota
API Call Example:
from dashscope import Generation
response = Generation.call(
model='qwen-plus',
messages=[{'role': 'user', 'content': 'Hello'}]
)
print(response.output.text)
Important Notes:
- ⚠️ 1 million tokens permanent, new users only
- ⚠️ Can claim additional 70 million tokens during Double 11 (limited-time)
- ⚠️ Cloud servers start from ¥38/year
3. Baidu Qianfan - 1 Million Tokens Per Model
Advantages:
- ✅ 1 million tokens for each model
- ✅ Supports ERNIE, DeepSeek and more
- ✅ 3-month validity, ample testing period
Redemption Steps:
- Visit Baidu Qianfan
- Register Baidu account and verify identity
- Go to “Application Integration” → Create application
- Claim free tokens in “Quota Center”
API Call Example:
import qianfan
client = qianfan.ChatCompletion(
ak="YOUR_ACCESS_KEY",
sk="YOUR_SECRET_KEY"
)
response = client.do(
model="ERNIE-Speed-8K",
messages=[{"role": "user", "content": "Hello"}]
)
print(response.body['result'])
Important Notes:
- ⚠️ Each model has independent quota calculation
- ⚠️ 3-month validity, expires and resets
- ⚠️ Standard pricing: ¥5/million tokens
4. Tencent HunYuan - 1 Million Tokens/Year
Advantages:
- ✅ Valid for 12 months
- ✅ HunYuan-Lite directly free
- ✅ Suitable for long-term project development
Redemption Steps:
- Visit Tencent HunYuan
- Register Tencent Cloud account and verify identity
- Go to “Console” → “Free Quota”
- Activate free tokens
API Call Example:
from tencentcloud.common import credential
from tencentcloud.hunyuan.v20230901 import hunyuan_client
cred = credential.Credential("SECRET_ID", "SECRET_KEY")
client = hunyuan_client.HunyuanClient(cred, "ap-guangzhou")
response = client.ChatCompletions({
"Model": "hunyuan-lite",
"Messages": [{"Role": "user", "Content": "Hello"}]
})
print(response.Choices[0].Message.Content)
Important Notes:
- ⚠️ Free tier has concurrency limits (TPM/RPM)
- ⚠️ HunYuan-Standard 55% discount, check performance
- ⚠️ Suitable for low-frequency long-period projects
3. Hidden Benefits and Special Channels
1. GitHub Student Pack
- Quota: Additional tokens from multiple platforms
- Redemption: GitHub Student Developer Pack
- Includes: Azure OpenAI, DigitalOcean, etc.
2. Open Source Project Sponsorship
- Hugging Face: Monthly free inference quota
- ModelScope: Alibaba free model trials
- Replicate: $5 free credits for new users
3. Aggregation Platforms
- 硅基流动: Access dozens of models with one account
- 53AI: Some models have free quotas
- FreeLLM-API-KeyHub: Open-source project organizing free channels
4. Pitfalls Guide: Hidden Limitations in Free Quotas
1. Concurrency Limits (TPM/RPM)
- TPM: Tokens Per Minute limit
- RPM: Requests Per Minute limit
- Solution: Batch processing or buy additional quota
2. Model Performance Differences
- Free models may be “lite” versions
- Long text comprehension may be limited
- Multi-turn conversation quality may suffer
3. Expiration Traps
- Some quotas expire in 3 months
- Not cumulative, not transferable
- Recommendation: Use soon-to-expire quotas first
4. Long-Text Costs
- Processing ultra-long texts (e.g., 380k characters)
- Need models supporting 256k context window
- Otherwise, chunking multiplies costs
5. Value Recommendations: Choose by Scenario
| Use Case | Recommended Platform | Reason |
|---|---|---|
| High-Frequency Calls | Volcano Engine | 2M daily tokens, unlimited concurrency |
| Long-Term Projects | Tencent HunYuan | 12-month validity, stable |
| Multi-Model Testing | Alibaba Bailian | Qwen, GLM, MiniMax, etc. |
| Baidu Ecosystem | Baidu Qianfan | 1M per model, long test period |
| Student Development | GitHub Student Pack | Extra benefits, multi-platform |
6. Summary: How to Maximize Free Quotas?
- Multi-Platform Registration: Distribute usage, avoid single-platform overages
- Use Expiring Quotas First: Baidu 3 months > Volcano daily reset
- Monitor Usage: Set alerts to avoid unexpected charges
- Choose Suitable Models: Light versions for simple tasks, flagship for complex
- Watch for Promotions: Double 11, anniversaries often have extra bonuses
7. Frequently Asked Questions (FAQ)
Q: Can free quotas be stacked? A: Not within same platform, but register separately on multiple platforms.
Q: How is billing after free quota exhausted? A: Pay-as-you-go, varies by platform (¥0.8-18/million tokens).
Q: Do free quotas support commercial use? A: Most do, but check platform terms of service.
Q: How to monitor token usage? A: Each platform has usage statistics in console, recommend setting daily alerts.
Final Reminder: Free quotas are customer acquisition strategies and may change anytime. Claim early and use them, while keeping up with official announcements!
Reference Materials:
- Volcano Engine Pricing
- Alibaba Cloud Bailian
- Baidu Qianfan
- Tencent HunYuan
- 2026 LLM API Free Quota Summary